Robustness evaluation under environmental perturbations is a dataset by Oussama El Othmani, hosted on figshare. The dataset is 5.5 KB in size and is available in XLS format. It was last updated on 2026-05-26.
Use Cases
- Benchmarking model performance under simulated environmental perturbations based on the dataset's theme.
- Training robust models using data that likely contains perturbation scenarios.
- Analyzing failure modes of systems when exposed to environmental variations.
Strengths
- Dataset is openly licensed under CC-BY-4.0.
- File size is precisely 5.5 KB.
- Last update date is explicitly stated as 2026-05-26.
Limitations
- Description metadata is limited; actual data quality requires manual inspection after download.
- Row count is unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.